Generic object recognition using form & function:
This monograph provides a detailed record of the "GRUFF" research project. The goal of the GRUFF project is to develop techniques for robotic vision systems to recognize objects by reasoning about their intended function rather than matching to a pre-defined database of 2-D object appearan...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c1996
|
| Schriftenreihe: | Series in machine perception and artificial intelligence
vol. 10 |
| Schlagworte: | |
| Online-Zugang: | FHN01 Volltext |
| Zusammenfassung: | This monograph provides a detailed record of the "GRUFF" research project. The goal of the GRUFF project is to develop techniques for robotic vision systems to recognize objects by reasoning about their intended function rather than matching to a pre-defined database of 2-D object appearances or 3-D object shapes. The contributions of this work are: a demonstration of the feasibility of the "form and function" approach to reasoning about 3-D shapes; a demonstration of the concept of using a small number of knowledge primitives as component building blocks in creating a function-based definition of an object category; and an indexing mechanism to make processing for recognition more efficient without any substantial decrease in correctness of classification. Results are given for the analysis of over 500 3-D shape descriptions created with a solid modeling tool and over 200 shape descriptions extracted from real laser range finder images |
| Beschreibung: | xv, 136 p. ill |
| ISBN: | 9789812797841 |
Internformat
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| id | DE-604.BV044635902 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:48Z |
| institution | BVB |
| isbn | 9789812797841 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030033873 |
| oclc_num | 1012664099 |
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| physical | xv, 136 p. ill |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| publisher | World Scientific Pub. Co. |
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| series2 | Series in machine perception and artificial intelligence |
| spelling | Stark, Louise Verfasser aut Generic object recognition using form & function Louise Stark, Kevin Bowyer Singapore World Scientific Pub. Co. c1996 xv, 136 p. ill txt rdacontent c rdamedia cr rdacarrier Series in machine perception and artificial intelligence vol. 10 This monograph provides a detailed record of the "GRUFF" research project. The goal of the GRUFF project is to develop techniques for robotic vision systems to recognize objects by reasoning about their intended function rather than matching to a pre-defined database of 2-D object appearances or 3-D object shapes. The contributions of this work are: a demonstration of the feasibility of the "form and function" approach to reasoning about 3-D shapes; a demonstration of the concept of using a small number of knowledge primitives as component building blocks in creating a function-based definition of an object category; and an indexing mechanism to make processing for recognition more efficient without any substantial decrease in correctness of classification. Results are given for the analysis of over 500 3-D shape descriptions created with a solid modeling tool and over 200 shape descriptions extracted from real laser range finder images Computer vision Image processing / Digital techniques Bowyer, Kevin 1955- Sonstige oth Erscheint auch als Druck-Ausgabe 9789810215088 Erscheint auch als Druck-Ausgabe 9810215088 http://www.worldscientific.com/worldscibooks/10.1142/2123#t=toc Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Stark, Louise Generic object recognition using form & function Computer vision Image processing / Digital techniques |
| title | Generic object recognition using form & function |
| title_auth | Generic object recognition using form & function |
| title_exact_search | Generic object recognition using form & function |
| title_full | Generic object recognition using form & function Louise Stark, Kevin Bowyer |
| title_fullStr | Generic object recognition using form & function Louise Stark, Kevin Bowyer |
| title_full_unstemmed | Generic object recognition using form & function Louise Stark, Kevin Bowyer |
| title_short | Generic object recognition using form & function |
| title_sort | generic object recognition using form function |
| topic | Computer vision Image processing / Digital techniques |
| topic_facet | Computer vision Image processing / Digital techniques |
| url | http://www.worldscientific.com/worldscibooks/10.1142/2123#t=toc |
| work_keys_str_mv | AT starklouise genericobjectrecognitionusingformfunction AT bowyerkevin genericobjectrecognitionusingformfunction |